DeepLearning.AI
Natural Language Processing with Probabilistic Models
DeepLearning.AI

Natural Language Processing with Probabilistic Models

This course is part of Natural Language Processing Specialization

Taught in English

Some content may not be translated

Younes Bensouda Mourri
Łukasz Kaiser
Eddy Shyu

Instructors: Younes Bensouda Mourri

74,779 already enrolled

Course

Gain insight into a topic and learn the fundamentals

4.7

(1,657 reviews)

|

92%

Intermediate level

Recommended experience

30 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Use dynamic programming, hidden Markov models, and word embeddings to implement autocorrect, autocomplete & identify part-of-speech tags for words.

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

4 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.7

(1,657 reviews)

|

92%

Intermediate level

Recommended experience

30 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

Placeholder

Build your subject-matter expertise

This course is part of the Natural Language Processing Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 4 modules in this course

Learn about autocorrect, minimum edit distance, and dynamic programming, then build your own spellchecker to correct misspelled words!

What's included

11 videos11 readings1 quiz1 programming assignment2 ungraded labs

Learn about Markov chains and Hidden Markov models, then use them to create part-of-speech tags for a Wall Street Journal text corpus!

What's included

13 videos12 readings1 quiz1 programming assignment2 ungraded labs

Learn about how N-gram language models work by calculating sequence probabilities, then build your own autocomplete language model using a text corpus from Twitter!

What's included

11 videos10 readings1 quiz1 programming assignment3 ungraded labs

Learn about how word embeddings carry the semantic meaning of words, which makes them much more powerful for NLP tasks, then build your own Continuous bag-of-words model to create word embeddings from Shakespeare text.

What's included

22 videos23 readings1 quiz1 programming assignment5 ungraded labs

Instructors

Instructor ratings
4.7 (369 ratings)
Younes Bensouda Mourri
DeepLearning.AI
5 Courses195,964 learners

Offered by

DeepLearning.AI

Recommended if you're interested in Machine Learning

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 1657

4.7

1,657 reviews

  • 5 stars

    79.65%

  • 4 stars

    14.99%

  • 3 stars

    3.31%

  • 2 stars

    0.78%

  • 1 star

    1.26%

PP
5

Reviewed on May 29, 2021

RV
4

Reviewed on Aug 18, 2020

BN
5

Reviewed on Sep 10, 2020

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions